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A Synaptic Pruning-Based Spiking Neural Network for Hand-Written Digits Classification
A spiking neural network model inspired by synaptic pruning is developed and trained to extract features of hand-written digits. The network is composed of three spiking neural layers and one output neuron whose firing rate is used for classification. The model detects and collects the geometric fea...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8908262/ https://www.ncbi.nlm.nih.gov/pubmed/35280233 http://dx.doi.org/10.3389/frai.2022.680165 |